AI Data Engineer
Pune, Gera Commerzone SEZ, India
INR 2000K-2800K (estimate) Mid-level Full Time
Tasks
- Apply IAM access controls
- Apply KMS encryption
- Apply responsible AI governance
- Assess explainability bias and governance
- Build and deploy AI ML solutions on AWS
- Build data architectures
- Collaborate with data scientists to deploy machine learning models
- Configure VPC endpoints
- Design data pipelines
- Design prompts
- Develop LLM-based applications
- Develop analysis algorithms
- Develop data processing algorithms
- Evaluate LLM applications
- Implement CI/CD for ML
- Implement MLOps best practices
- Implement async inference
- Implement autoscaling
- Implement batching for inference
- Implement data lakes
- Implement data warehouses
- Implement model rollback and reproducibility
- Implement prompt chaining
- Implement secure AI systems
- Manage model versioning
- Monitor machine learning models
- Optimize LLM inference performance
- Optimize inference cost latency and scalability
- Translate AI use cases into technical solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Amazon Bedrock | Amazon SageMaker | Async inference | Autoscaling | Batching | CI/CD | Embeddings | Hugging Face | IAM | KMS | LLMs | Langchain | MLOps | Model Monitoring | Model versioning | Private Networking | Prompt Chaining | Prompt engineering | PyTorch | Python | RAG | Reproducibility | Rollback | TensorFlow | VPC | VPC Endpoints | Vector Search
Education
N/A
Roles
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